An automated signature generation method for zero-day polymorphic worms based on multilayer perceptron model

• Main Authors: Mohammed, Mohssen M. Z. E., Chan, H. Anthony, Ventura , Neco, Pathan, Al-Sakib Khan
• Format: Conference or Workshop Item
• Language: English; English; English; English
• Published: 2013
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/33752/1/2_Sub_ACSAT_MohssenFinal_-_latest.pdf; http://irep.iium.edu.my/33752/2/Gmail_-_ACSAT_2013_notification_for_paper_102.pdf; http://irep.iium.edu.my/33752/3/ACSAT%2713_-_Schedule_V3.pdf; http://irep.iium.edu.my/33752/11/33752.pdf; http://irep.iium.edu.my/33752/; http://dsr-conferences.com/acsat/index.php

Polymorphic worms are considered as the most dangerous threats to the Internet security, and the danger lies in changing their payloads in every infection attempt to avoid the security systems. In this paper, we propose an accurate signature generation system for zero-day polymorphic worms. We have...